Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks
Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks
E. Gibson,F. Giganti,7 Authors,D. Barratt
2017 · DOI: 10.1007/978-3-319-66182-7_83
International Conference on Medical Image Computing and Computer-Assisted Intervention · 57 Citations
TLDR
Dilated convolutional networks with dense skip connections can segment the liver, pancreas, stomach and esophagus from abdominal CT without image registration and have the potential to support image-guided navigation in gastrointestinal endoscopy procedures.